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Theoretical and Computational Neuroscience Summer School
CNeuro2022 Reading Material
Alaa Ahmed
CNeuro2022 - Lecture Topics:
Basic Session: Computational Principles of Movement Control
Advanced Session: A Unifying Framework for Movement Control and Decision Making
Reading Materials:
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AlaaAhmed-CNeuro2022-BasicLectureSlides.pdf
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Shadmehr-etal-Ahmed-TINS2019-MovementVigorAsReflectionOfSubjectiveEconomicUtility.pdf
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Shadmehr-Huang-Ahmed-CS2016-RepresentationOfEffortInDecisionMakingAndMotorControl.pdf
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ProblemSet-MotorControlAndDecisionMakingAssignment.pdf
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Silvia Arber
CNeuro2022 - Lecture Topics:
Special Lecture: Organization and Function of Circuits for Body Movements
Ruben Moreno Bote
Basic Session: Soft Reinforcement Learning
Advanced Session: Seeking Entropy: Complex Behavior from Intrinsic Motivation to Occupy Action-State Path Space
CNeuro2022 - Lecture Topics:
Kameron Decker Harris
CNeuro2022 - Lecture Topics:
Basic Session: Neural Networks from Biological and Artificial Perspectives
Advanced Session: Theoretical Analysis of Neural Network Models
Reading Materials:
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GergÅ‘ Orbán
CNeuro2022 - Lecture Topics:
Basic Session: Understanding Sensory Computations through Adaptation
Advanced Session: Internal Models for Perception
Reading Materials:
Yonatan Loewenstein
CNeuro2022 - Lecture Topics:
Basic Session: Intertemporal Conflicts in Decision Making: Present vs. Future and Present vs. Past
Advanced Session: Choice Bias as a Window to the Microscopic Dynamics of Choice
Reading Materials:
Maneesh Sahani
CNeuro2022 - Lecture Topics:
Basic Session: Inference in Perception; Probabilistic Learning of Perceptual Representations
Advanced Session: Probabilistic Inference in Neural Systems
Reading Materials:
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Tianming Yang
CNeuro2022 - Lecture Topics:
Basic Session: Neural Mechanisms of Decision-Making - Basic Frameworks: Signal Detection Theory and Drift-Diffusion Models
Advanced Session: Neural Network Models of Decision-Making
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Hang Zhang
CNeuro2022 - Lecture Topics:
Basic Session: Bayesian Observer Models
Advanced Session: Cognitive Illusions as Bayesian Inference
Reading Materials:
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Hang Zhang-CNeuro2022 Lecture Abstracts.pdf
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Anderson-APAPR1991-AdaptiveNatureOfHumanCategorization.pdf
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Polania-Woodford-Ruff-NatNeurosci2019-EfficientCodingOfSubjectiveValue.pdf
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Bhui-Gershman-APA2018-DecisionBySamplingImplementsEfficientCodingOfPsychoeconomicFunctions.pdf
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Zhang-Ren-Maloney-PNAS2020-BoundedRationalityOfProbabilityDistortion.pdf
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ProblemSet-HangZhang.pdf
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